Selected Teaching

Workshops
Deakin University
The University of Melbourne
La Trobe University and RMIT

See YouTube video about my teaching philosophy: Experiential Learning

Also participated in the design and evaluation of whole degrees and specialisations.

Workshops

• Jacob L. Cybulski (instructor, Enquanted) and Tomasz Rybotycki (mentor), with opening by Paweł Gora (Coordinator of QPoland and CEO of QAIF), The Second Quantum Machine Learning Workshop (online, with PennyLane and PyTorch), organized by QPoland and Quantum AI Foundation, four sessions over two days, Poland, 11-12 Oct 2025.
  
  
• Jacob L. Cybulski (speaker, Enquanted), "Quantum Algorithms and Data Encoding for QML (in Qiskit)", a guest lecture with hands-on demos at QBronze167 - Quantum Computing and Programming Workshop (online), QWorld and QIndia, India, with participation of Enquanted, 9-10 and 23-24 Aug 2025.
  
  
• Jacob L. Cybulski (instructor, Enquanted) and mentors Sebastian Zając, Tomasz Rybotycki, Amrit Chhetri, and James Mutua, with opening by Paweł Gora (Coordinator of QPoland and CEO of QAIF), The First Quantum Machine Learning Workshop (online, with PennyLane and PyTorch), organized by QPoland and Quantum AI Foundation, with participation of Enquanted, four sessions over two days, Poland, 12-13 April 2025.
  
  
• Jacob L. Cybulski (speaker, Enquanted), two sessions "Introduction to Quantum Machine Learning" and "Quantum Neural Networks" at the Workshop on Emerging Research in Quantum Computing (on-site and online), two hands-on sessions, Deakin University, School of IT, Melbourne, Australia, 11 Oct 2024.
  
  
• Jacob L. Cybulski (speaker), a hands-on session "Time Series Analysis Using Quantum Machine Learning" at the Workshop on Quantum Machine Learning (online), 13 October 2022, organised in collaboration with QWorld, QPoland, QIndia and Quantum AI Foundation. In association with IEEE Conference Trends in Quantum Computing and Emerging Business Technologies - TQCEBT 2022.
  
  
• Jacob L. Cybulski (instructor, Deakin), Attorney-General's Dept, Various agencies and groups. a series of Data Analytics Workshops, each 3-5 Days (2016-2017, Canberra and Adelaide), Executive Education via Deakin / Data 2 Decisions CRC (D2D).
  
  Topics designed and taught:
  • Session 1: Foundations of data analytics
  • Session 2: Regression modelling and estimation techniques
  • Session 3: Data classification and decision support
  • Session 4: Data clustering and segmentation analysis
  • Session 5: Text mining and sentiment analysis

Deakin University, IS and Bus An (Selection)

• Advanced Quantitative Methods (Data Mining)
• Advanced AI for Busines
• Predictive Analytics
• Business Intelligence
• Business Requirements Analysis
• Business Analysis
• Business Information Systems
• IS Research Methods

The University of Melbourne, Info Sys (Selection)

• Systems Analysis and Design
• Requirements Engineering
• CASE and Methodologies

Also at La Trobe University and RMIT

• Main responsibility for teaching AI and Software Engineering

Jacob L. Cybulski